Hybrid Models: AI + Human Teams

The power of AI. The judgment of people.

We combine intelligent automation with specialized teams for processes that require context, empathy, and complex decision-making. The exact balance for each use case.

Not AI alone. Not humans alone.

Complex processes need both. AI scales volume and speed. Human teams handle the exception and build trust.
01.
Base Volume Automation

AI resolves 78% of interactions: inquiries, follow-ups, confirmations, and standard transactions, without human intervention.

02.
Contextual Escalation to the Team

When complexity requires it, the agent transfers with the full conversation history. The human never starts from scratch.

03.
AI Assistance for the Human Agent

Human agents operate with AI support: suggested responses, intent detection, escalation alerts, and automatic logging.

AI First

Lead Qualification
AI qualifies and filters. The SDR receives only opportunities ready to close.

Human for Close

Complex B2B Sales
AI manages nurturing. The executive takes over for the final negotiation.

AI First

Customer Service
AI resolves 80% of cases. Escalation to a specialist for sensitive cases.

Human for Exceptions

Collections with Negotiation
AI manages the standard portfolio. Human intervenes in out-of-policy agreements.

The right balance for your process.

Automation
Map

We identify which stages of your process can be automated with AI and which require human judgment.

Escalation Flow
Design

We define transfer rules between AI and human: escalation criteria, context transferred, and SLA by case type.

Human Team
Training

Human agents learn to operate the AI-assisted model: how to read transferred context and how to use support tools.

AI to Human Ratio Optimization

Using real operational data, we continuously optimize the automation percentage to maximize efficiency and quality.

Greater efficiency. Better experience.

Average results from active hybrid operations with enterprise clients.
Interactions resolved by AI
without human intervention
0 %
Improvement in customer satisfaction.
Insurance Industry
0 %
Reduction in operational cost
vs. fully human operation
0 %

Every process has an optima AI-to-human balance.

In a diagnostic session we identify it for your specific operation.

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